aysusayin / Machine-Learning-Algorithms

These are the essential machine learning algorithms that I implemented for Introduction to Machine Learning lecture in my university.

Implementation of Some ML Algorithms

Here you can find the implementations of the following machine learning algorithms:

• Dimensionality Reduction
  • PCA(Principle component analysis)
  • LDA(Linear Discriminant Analysis)
• Parametric and Non-Parametric Classification
  • Parametric classification
  • Mixture of Gaussians
  • K-Nearest Neighbor
• Multilayered-Perceptron

Also, there are codes for reviewing bias/variance dilemma, cross-validation and data visualization.